Dataset info
| Number of variables | 49 |
|---|---|
| Number of observations | 14808 |
| Missing cells | 380100 (52.4%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 5.5 MiB |
| Average record size in memory | 392.0 B |
Variables types
| Numeric | 23 |
|---|---|
| Categorical | 11 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 15 |
| Unsupported | 0 |
Warnings
Al2O3 has 2379 (16.1%) missing values | Missing |
Ba has 11785 (79.6%) missing values | Missing |
CaO has 2379 (16.1%) missing values | Missing |
Ce has 11814 (79.8%) missing values | Missing |
Cs has 12019 (81.2%) missing values | Missing |
Dy has 12009 (81.1%) missing values | Missing |
Edad has a high cardinality: 235 distinct values | Warning |
Edad has 12720 (85.9%) missing values | Missing |
Er is highly correlated with Dy (ρ = 0.9541055238) | Rejected |
ErrorEdad has 14581 (98.5%) missing values | Missing |
Eu has 12000 (81.0%) missing values | Missing |
Evento has a high cardinality: 118 distinct values | Warning |
FeO has 2651 (17.9%) missing values | Missing |
Gd is highly correlated with Dy (ρ = 0.9133853858) | Rejected |
Hf is highly correlated with Er (ρ = 0.9097819469) | Rejected |
Ho is highly correlated with Er (ρ = 0.9541305703) | Rejected |
K2O has 2379 (16.1%) missing values | Missing |
La is highly correlated with Ce (ρ = 0.938754606) | Rejected |
Lu is highly correlated with Ho (ρ = 0.9220865671) | Rejected |
Magnitud has 8554 (57.8%) missing values | Missing |
MaterialMedido has 153 (1.0%) missing values | Missing |
MgO is highly correlated with CaO (ρ = 0.9190549162) | Rejected |
MnO has 253 (1.7%) zeros | Zeros |
MnO has 2843 (19.2%) missing values | Missing |
Na2O has 2379 (16.1%) missing values | Missing |
Nb has 11828 (79.9%) missing values | Missing |
Nd is highly correlated with Hf (ρ = 0.9068108513) | Rejected |
P2O5 has 218 (1.5%) zeros | Zeros |
P2O5 has 4930 (33.3%) missing values | Missing |
Pb has 11943 (80.7%) missing values | Missing |
Pr is highly correlated with Nd (ρ = 0.9478448239) | Rejected |
Rb has 11783 (79.6%) missing values | Missing |
Referencia has a high cardinality: 55 distinct values | Warning |
SampleID has a high cardinality: 2172 distinct values | Warning |
SamplePoint has a high cardinality: 14714 distinct values | Warning |
Sección has a high cardinality: 512 distinct values | Warning |
Sección has 1020 (6.9%) missing values | Missing |
SiO2 has 2379 (16.1%) missing values | Missing |
Sm is highly correlated with Nd (ρ = 0.9199783378) | Rejected |
Sr has 11616 (78.4%) missing values | Missing |
SubSección has a high cardinality: 567 distinct values | Warning |
SubSección has 6048 (40.8%) missing values | Missing |
Ta has 12103 (81.7%) missing values | Missing |
Tb is highly correlated with Sm (ρ = 0.9165513527) | Rejected |
Th has 11871 (80.2%) missing values | Missing |
TiO2 has 2379 (16.1%) missing values | Missing |
Tm is highly correlated with Ho (ρ = 0.9102097533) | Rejected |
U has 11957 (80.7%) missing values | Missing |
Y is highly correlated with Tm (ρ = 0.9278117636) | Rejected |
Yb is highly correlated with Y (ρ = 0.9591672401) | Rejected |
Zr is highly correlated with Yb (ρ = 0.9050380832) | Rejected |
Al2O3
Numeric
| Distinct count | 11972 |
|---|---|
| Unique (%) | 80.8% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.39213278 |
|---|---|
| Minimum | 10.08341252 |
| Maximum | 25.38147939 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10.08341252 |
|---|---|
| 5-th percentile | 13.6799424 |
| Q1 | 14.399977 |
| Median | 15.37913284 |
| Q3 | 16.05507654 |
| 95-th percentile | 17.76574803 |
| Maximum | 25.38147939 |
| Range | 15.29806687 |
| Interquartile range | 1.655099535 |
Descriptive statistics
| Standard deviation | 1.309208015 |
|---|---|
| Coef of variation | 0.08505695953 |
| Kurtosis | 2.426306644 |
| Mean | 15.39213278 |
| MAD | 0.9921765857 |
| Skewness | 0.8970060641 |
| Sum | 191308.8183 |
| Variance | 1.714025626 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14.2 | 12 | 0.1% | |
| 14.21 | 9 | 0.1% | |
| 14.24 | 8 | 0.1% | |
| 14.3 | 8 | 0.1% | |
| 14.19 | 7 | < 0.1% | |
| 14.27 | 7 | < 0.1% | |
| 14.4 | 7 | < 0.1% | |
| 14.44 | 6 | < 0.1% | |
| 14.54 | 6 | < 0.1% | |
| 14.45 | 6 | < 0.1% | |
| Other values (11961) | 12353 | 83.4% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10.08341252 | 1 | < 0.1% | |
| 10.7346313 | 1 | < 0.1% | |
| 10.99910794 | 1 | < 0.1% | |
| 11.11358961 | 1 | < 0.1% | |
| 11.33035622 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.38147939 | 1 | < 0.1% | |
| 24.3949804 | 1 | < 0.1% | |
| 23.18033384 | 1 | < 0.1% | |
| 22.79202037 | 1 | < 0.1% | |
| 22.77 | 1 | < 0.1% |
Ba
Numeric
| Distinct count | 2421 |
|---|---|
| Unique (%) | 16.3% |
| Missing (%) | 79.6% |
| Missing (n) | 11785 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 599.1680529 |
|---|---|
| Minimum | 1.45 |
| Maximum | 1201.216245 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 188.1 |
| Q1 | 495 |
| Median | 664.807286 |
| Q3 | 731.3821659 |
| 95-th percentile | 832 |
| Maximum | 1201.216245 |
| Range | 1199.766245 |
| Interquartile range | 236.3821659 |
Descriptive statistics
| Standard deviation | 201.1678473 |
|---|---|
| Coef of variation | 0.3357452826 |
| Kurtosis | 0.09410991806 |
| Mean | 599.1680529 |
| MAD | 159.3872235 |
| Skewness | -0.9345800875 |
| Sum | 1811285.024 |
| Variance | 40468.50277 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 799 | 8 | 0.1% | |
| 760 | 8 | 0.1% | |
| 791 | 8 | 0.1% | |
| 776 | 7 | < 0.1% | |
| 775 | 7 | < 0.1% | |
| 762 | 6 | < 0.1% | |
| 774 | 6 | < 0.1% | |
| 197 | 6 | < 0.1% | |
| 749 | 6 | < 0.1% | |
| 198 | 6 | < 0.1% | |
| Other values (2410) | 2955 | 20.0% | |
| (Missing) | 11785 | 79.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.45 | 1 | < 0.1% | |
| 1.63 | 1 | < 0.1% | |
| 1.67 | 1 | < 0.1% | |
| 2.49 | 1 | < 0.1% | |
| 2.57 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1201.216245 | 1 | < 0.1% | |
| 1200 | 1 | < 0.1% | |
| 1100 | 1 | < 0.1% | |
| 1040 | 1 | < 0.1% | |
| 1030 | 1 | < 0.1% |
CaO
Numeric
| Distinct count | 11993 |
|---|---|
| Unique (%) | 81.0% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.451271749 |
|---|---|
| Minimum | 0.3457684524 |
| Maximum | 12.10322446 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.3457684524 |
|---|---|
| 5-th percentile | 1.23615765 |
| Q1 | 2.011782344 |
| Median | 3.661830915 |
| Q3 | 7.034070498 |
| 95-th percentile | 9.109134873 |
| Maximum | 12.10322446 |
| Range | 11.757456 |
| Interquartile range | 5.022288154 |
Descriptive statistics
| Standard deviation | 2.740221042 |
|---|---|
| Coef of variation | 0.6156040782 |
| Kurtosis | -1.229538612 |
| Mean | 4.451271749 |
| MAD | 2.454964631 |
| Skewness | 0.431396153 |
| Sum | 55324.85656 |
| Variance | 7.508811357 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.47 | 16 | 0.1% | |
| 1.44 | 16 | 0.1% | |
| 1.45 | 15 | 0.1% | |
| 1.29 | 11 | 0.1% | |
| 1.43 | 11 | 0.1% | |
| 1.46 | 10 | 0.1% | |
| 1.4 | 9 | 0.1% | |
| 1.66 | 9 | 0.1% | |
| 1.67 | 9 | 0.1% | |
| 1.3 | 8 | 0.1% | |
| Other values (11982) | 12315 | 83.2% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.3457684524 | 1 | < 0.1% | |
| 0.5324676968 | 1 | < 0.1% | |
| 0.545924161 | 1 | < 0.1% | |
| 0.5899074822 | 1 | < 0.1% | |
| 0.6935927649 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12.10322446 | 1 | < 0.1% | |
| 11.88158156 | 1 | < 0.1% | |
| 11.85424932 | 1 | < 0.1% | |
| 11.37021717 | 1 | < 0.1% | |
| 11.19154255 | 1 | < 0.1% |
Ce
Numeric
| Distinct count | 2397 |
|---|---|
| Unique (%) | 16.2% |
| Missing (%) | 79.8% |
| Missing (n) | 11814 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 52.84408613 |
|---|---|
| Minimum | 0.26 |
| Maximum | 128 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.26 |
|---|---|
| 5-th percentile | 18.265 |
| Q1 | 43.6 |
| Median | 50.58133082 |
| Q3 | 64.7 |
| 95-th percentile | 97.00348109 |
| Maximum | 128 |
| Range | 127.74 |
| Interquartile range | 21.1 |
Descriptive statistics
| Standard deviation | 20.76393864 |
|---|---|
| Coef of variation | 0.3929283323 |
| Kurtosis | 0.8207050781 |
| Mean | 52.84408613 |
| MAD | 15.17379549 |
| Skewness | 0.5149592448 |
| Sum | 158215.1939 |
| Variance | 431.1411477 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 73.2 | 9 | 0.1% | |
| 71 | 9 | 0.1% | |
| 27 | 8 | 0.1% | |
| 69 | 8 | 0.1% | |
| 69.5 | 8 | 0.1% | |
| 70.1 | 8 | 0.1% | |
| 71.7 | 8 | 0.1% | |
| 40 | 7 | < 0.1% | |
| 71.1 | 7 | < 0.1% | |
| 69.4 | 7 | < 0.1% | |
| Other values (2386) | 2915 | 19.7% | |
| (Missing) | 11814 | 79.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.26 | 1 | < 0.1% | |
| 0.29 | 1 | < 0.1% | |
| 0.3 | 2 | < 0.1% | |
| 0.31 | 2 | < 0.1% | |
| 0.35 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 128 | 1 | < 0.1% | |
| 127.0899067 | 1 | < 0.1% | |
| 123.7 | 1 | < 0.1% | |
| 123.2 | 1 | < 0.1% | |
| 122 | 1 | < 0.1% |
Cs
Numeric
| Distinct count | 2139 |
|---|---|
| Unique (%) | 14.4% |
| Missing (%) | 81.2% |
| Missing (n) | 12019 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.592420501 |
|---|---|
| Minimum | 0.0596 |
| Maximum | 45.3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0596 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 2.32 |
| Median | 4.88 |
| Q3 | 6.57787599 |
| 95-th percentile | 7.412634463 |
| Maximum | 45.3 |
| Range | 45.2404 |
| Interquartile range | 4.25787599 |
Descriptive statistics
| Standard deviation | 2.661300269 |
|---|---|
| Coef of variation | 0.5794983861 |
| Kurtosis | 41.54291153 |
| Mean | 4.592420501 |
| MAD | 2.113062029 |
| Skewness | 2.834743347 |
| Sum | 12808.26078 |
| Variance | 7.08251912 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.8 | 22 | 0.1% | |
| 0.9 | 16 | 0.1% | |
| 0.6 | 14 | 0.1% | |
| 1 | 13 | 0.1% | |
| 3.7 | 13 | 0.1% | |
| 0.5 | 11 | 0.1% | |
| 3.9 | 11 | 0.1% | |
| 0.7 | 10 | 0.1% | |
| 1.6 | 10 | 0.1% | |
| 1.3 | 9 | 0.1% | |
| Other values (2128) | 2660 | 18.0% | |
| (Missing) | 12019 | 81.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0596 | 1 | < 0.1% | |
| 0.0649 | 1 | < 0.1% | |
| 0.09 | 1 | < 0.1% | |
| 0.1 | 1 | < 0.1% | |
| 0.1491027403 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 45.3 | 2 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 25.9 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 16.73997472 | 1 | < 0.1% |
Dy
Numeric
| Distinct count | 2283 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 81.1% |
| Missing (n) | 12009 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.908386172 |
|---|---|
| Minimum | 0.492 |
| Maximum | 18.06431692 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.492 |
|---|---|
| 5-th percentile | 1.795178763 |
| Q1 | 2.550036295 |
| Median | 3.439 |
| Q3 | 7 |
| 95-th percentile | 11.4 |
| Maximum | 18.06431692 |
| Range | 17.57231692 |
| Interquartile range | 4.449963705 |
Descriptive statistics
| Standard deviation | 3.232283315 |
|---|---|
| Coef of variation | 0.6585226186 |
| Kurtosis | 0.4768654489 |
| Mean | 4.908386172 |
| MAD | 2.652866827 |
| Skewness | 1.183765564 |
| Sum | 13738.5729 |
| Variance | 10.44765543 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 10.4 | 14 | 0.1% | |
| 10.7 | 12 | 0.1% | |
| 10.2 | 12 | 0.1% | |
| 11.2 | 12 | 0.1% | |
| 10.1 | 11 | 0.1% | |
| 10.8 | 11 | 0.1% | |
| 10.6 | 10 | 0.1% | |
| 10.5 | 10 | 0.1% | |
| 10 | 9 | 0.1% | |
| 11.4 | 8 | 0.1% | |
| Other values (2272) | 2690 | 18.2% | |
| (Missing) | 12009 | 81.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.492 | 1 | < 0.1% | |
| 0.556 | 1 | < 0.1% | |
| 0.773 | 1 | < 0.1% | |
| 0.87 | 1 | < 0.1% | |
| 0.91 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.06431692 | 1 | < 0.1% | |
| 17.29250741 | 1 | < 0.1% | |
| 16.92150229 | 1 | < 0.1% | |
| 15.95499216 | 1 | < 0.1% | |
| 15.7 | 1 | < 0.1% |
Edad
Categorical
| Distinct count | 235 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 85.9% |
| Missing (n) | 12720 |
| Historic, 2008 | 718 |
|---|---|
| Historic, 2011 | 701 |
| Historic, 1852 | 186 |
| Other values (231) | 483 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Historic, 2008 | 718 | 4.8% | |
| Historic, 2011 | 701 | 4.7% | |
| Historic, 1852 | 186 | 1.3% | |
| Historic, 1955 | 48 | 0.3% | |
| Historic, 1957 | 41 | 0.3% | |
| Historic, 1960 | 38 | 0.3% | |
| Historic, 1907 | 30 | 0.2% | |
| Historic, 1922 | 17 | 0.1% | |
| Historic, 1910 | 15 | 0.1% | |
| Historic, 1545 | 10 | 0.1% | |
| Other values (224) | 284 | 1.9% | |
| (Missing) | 12720 | 85.9% |
| Max length | 15 |
|---|---|
| Mean length | 4.396812534 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Er
Highly correlated
This variable is highly correlated with Dy and should be ignored for analysis
| Correlation | 0.9541055238 |
|---|
ErrorEdad
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 98.5% |
| Missing (n) | 14581 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 68.33039648 |
|---|---|
| Minimum | 19 |
| Maximum | 400 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 37 |
| Median | 54 |
| Q3 | 80 |
| 95-th percentile | 150 |
| Maximum | 400 |
| Range | 381 |
| Interquartile range | 43 |
Descriptive statistics
| Standard deviation | 53.97796257 |
|---|---|
| Coef of variation | 0.7899553545 |
| Kurtosis | 12.14286125 |
| Mean | 68.33039648 |
| MAD | 33.38551107 |
| Skewness | 3.114694832 |
| Sum | 15511 |
| Variance | 2913.620444 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 60 | 22 | 0.1% | |
| 40 | 20 | 0.1% | |
| 70 | 19 | 0.1% | |
| 35 | 16 | 0.1% | |
| 37 | 15 | 0.1% | |
| 30 | 14 | 0.1% | |
| 80 | 14 | 0.1% | |
| 90 | 12 | 0.1% | |
| 50 | 9 | 0.1% | |
| 100 | 8 | 0.1% | |
| Other values (39) | 78 | 0.5% | |
| (Missing) | 14581 | 98.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 19 | 1 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 25 | 7 | < 0.1% | |
| 27 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 400 | 1 | < 0.1% | |
| 330 | 2 | < 0.1% | |
| 260 | 1 | < 0.1% | |
| 250 | 2 | < 0.1% | |
| 241 | 1 | < 0.1% |
Eu
Numeric
| Distinct count | 2022 |
|---|---|
| Unique (%) | 13.7% |
| Missing (%) | 81.0% |
| Missing (n) | 12000 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.081771618 |
|---|---|
| Minimum | 0.001766434056 |
| Maximum | 10.1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.001766434056 |
|---|---|
| 5-th percentile | 0.2157665666 |
| Q1 | 0.5069547122 |
| Median | 0.9313024629 |
| Q3 | 1.54 |
| 95-th percentile | 2.36 |
| Maximum | 10.1 |
| Range | 10.09823357 |
| Interquartile range | 1.033045288 |
Descriptive statistics
| Standard deviation | 0.7273900243 |
|---|---|
| Coef of variation | 0.6724062751 |
| Kurtosis | 9.099548047 |
| Mean | 1.081771618 |
| MAD | 0.5827581692 |
| Skewness | 1.548323381 |
| Sum | 3037.614704 |
| Variance | 0.5290962475 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.8 | 12 | 0.1% | |
| 1.37 | 12 | 0.1% | |
| 1.04 | 12 | 0.1% | |
| 1.3 | 11 | 0.1% | |
| 1.45 | 11 | 0.1% | |
| 1.46 | 11 | 0.1% | |
| 1.03 | 11 | 0.1% | |
| 1.71 | 10 | 0.1% | |
| 1.58 | 10 | 0.1% | |
| 1.49 | 10 | 0.1% | |
| Other values (2011) | 2698 | 18.2% | |
| (Missing) | 12000 | 81.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.001766434056 | 1 | < 0.1% | |
| 0.002354794443 | 1 | < 0.1% | |
| 0.00281545397 | 1 | < 0.1% | |
| 0.004598943515 | 1 | < 0.1% | |
| 0.005533743126 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10.1 | 1 | < 0.1% | |
| 5.61 | 1 | < 0.1% | |
| 4.254084571 | 1 | < 0.1% | |
| 4.25 | 1 | < 0.1% | |
| 4.24 | 1 | < 0.1% |
Evento
Categorical
| Distinct count | 118 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Unknown | |
|---|---|
| PCC2011 | 701 |
| Cha1 | 685 |
| Other values (115) |
| Value | Count | Frequency (%) | |
| Unknown | 4536 | 30.6% | |
| PCC2011 | 701 | 4.7% | |
| Cha1 | 685 | 4.6% | |
| Vcha-2008 | 655 | 4.4% | |
| Neltume | 527 | 3.6% | |
| Puesco | 493 | 3.3% | |
| Mil Hojas | 413 | 2.8% | |
| Enco | 394 | 2.7% | |
| La Junta | 365 | 2.5% | |
| Lepué | 361 | 2.4% | |
| Other values (108) | 5678 | 38.3% |
| Max length | 19 |
|---|---|
| Mean length | 6.566383036 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
FeO
Numeric
| Distinct count | 11780 |
|---|---|
| Unique (%) | 79.6% |
| Missing (%) | 17.9% |
| Missing (n) | 2651 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.05955795 |
|---|---|
| Minimum | 0.1103927478 |
| Maximum | 17.63670451 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1103927478 |
|---|---|
| 5-th percentile | 1.285421196 |
| Q1 | 3.477854753 |
| Median | 5.231734529 |
| Q3 | 9.216580539 |
| 95-th percentile | 11.34277577 |
| Maximum | 17.63670451 |
| Range | 17.52631176 |
| Interquartile range | 5.738725787 |
Descriptive statistics
| Standard deviation | 3.338517966 |
|---|---|
| Coef of variation | 0.5509507448 |
| Kurtosis | -1.136208919 |
| Mean | 6.05955795 |
| MAD | 2.951528071 |
| Skewness | 0.2768203548 |
| Sum | 73666.046 |
| Variance | 11.14570221 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3.43 | 8 | 0.1% | |
| 3.74 | 7 | < 0.1% | |
| 3.51 | 7 | < 0.1% | |
| 3.64 | 7 | < 0.1% | |
| 3.55 | 7 | < 0.1% | |
| 3.75 | 6 | < 0.1% | |
| 3.3 | 6 | < 0.1% | |
| 3.45 | 6 | < 0.1% | |
| 3.72 | 6 | < 0.1% | |
| 3.77 | 6 | < 0.1% | |
| Other values (11769) | 12091 | 81.7% | |
| (Missing) | 2651 | 17.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1103927478 | 1 | < 0.1% | |
| 0.12 | 1 | < 0.1% | |
| 0.1630007755 | 1 | < 0.1% | |
| 0.2065307032 | 1 | < 0.1% | |
| 0.211292854 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17.63670451 | 1 | < 0.1% | |
| 15.80790521 | 1 | < 0.1% | |
| 15.24430516 | 1 | < 0.1% | |
| 15.16568408 | 1 | < 0.1% | |
| 14.6378796 | 1 | < 0.1% |
Gd
Highly correlated
This variable is highly correlated with Dy and should be ignored for analysis
| Correlation | 0.9133853858 |
|---|
Hf
Highly correlated
This variable is highly correlated with Er and should be ignored for analysis
| Correlation | 0.9097819469 |
|---|
Ho
Highly correlated
This variable is highly correlated with Er and should be ignored for analysis
| Correlation | 0.9541305703 |
|---|
K2O
Numeric
| Distinct count | 11858 |
|---|---|
| Unique (%) | 80.1% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.0455379 |
|---|---|
| Minimum | 0.008970960296 |
| Maximum | 4.780889263 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.008970960296 |
|---|---|
| 5-th percentile | 0.7261402897 |
| Q1 | 1.164429503 |
| Median | 1.870382106 |
| Q3 | 2.95 |
| 95-th percentile | 3.524467076 |
| Maximum | 4.780889263 |
| Range | 4.771918303 |
| Interquartile range | 1.785570497 |
Descriptive statistics
| Standard deviation | 0.9670071414 |
|---|---|
| Coef of variation | 0.4727397822 |
| Kurtosis | -1.246707202 |
| Mean | 2.0455379 |
| MAD | 0.8664893672 |
| Skewness | 0.1839658166 |
| Sum | 25423.99056 |
| Variance | 0.9351028116 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2.99 | 15 | 0.1% | |
| 1.14 | 12 | 0.1% | |
| 3.04 | 12 | 0.1% | |
| 2.91 | 12 | 0.1% | |
| 2.96 | 12 | 0.1% | |
| 2.98 | 11 | 0.1% | |
| 2.94 | 11 | 0.1% | |
| 3.02 | 11 | 0.1% | |
| 3.05 | 10 | 0.1% | |
| 2.97 | 10 | 0.1% | |
| Other values (11847) | 12313 | 83.2% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.008970960296 | 1 | < 0.1% | |
| 0.06831101027 | 1 | < 0.1% | |
| 0.07179439066 | 1 | < 0.1% | |
| 0.07495254173 | 1 | < 0.1% | |
| 0.09610739774 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.780889263 | 1 | < 0.1% | |
| 4.680782022 | 1 | < 0.1% | |
| 4.615942723 | 1 | < 0.1% | |
| 4.585742199 | 1 | < 0.1% | |
| 4.584478342 | 1 | < 0.1% |
La
Highly correlated
This variable is highly correlated with Ce and should be ignored for analysis
| Correlation | 0.938754606 |
|---|
Lu
Highly correlated
This variable is highly correlated with Ho and should be ignored for analysis
| Correlation | 0.9220865671 |
|---|
Magnitud
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 57.8% |
| Missing (n) | 8554 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.635849057 |
|---|---|
| Minimum | 3 |
| Maximum | 6.2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 5.3 |
| 95-th percentile | 6 |
| Maximum | 6.2 |
| Range | 3.2 |
| Interquartile range | 1.3 |
Descriptive statistics
| Standard deviation | 0.9073295235 |
|---|---|
| Coef of variation | 0.1957202472 |
| Kurtosis | -0.6078853781 |
| Mean | 4.635849057 |
| MAD | 0.7533515154 |
| Skewness | -0.6124623347 |
| Sum | 28992.6 |
| Variance | 0.8232468641 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) | |
| 5 | 1885 | 12.7% | |
| 3 | 1067 | 7.2% | |
| 4 | 769 | 5.2% | |
| 5.3 | 748 | 5.1% | |
| 4.4 | 487 | 3.3% | |
| 6 | 467 | 3.2% | |
| 5.7 | 290 | 2.0% | |
| 5.2 | 212 | 1.4% | |
| 4.6 | 180 | 1.2% | |
| 5.4 | 72 | 0.5% | |
| Other values (4) | 77 | 0.5% | |
| (Missing) | 8554 | 57.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1067 | 7.2% | |
| 4 | 769 | 5.2% | |
| 4.4 | 487 | 3.3% | |
| 4.6 | 180 | 1.2% | |
| 4.8 | 46 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.2 | 23 | 0.2% | |
| 6.1 | 2 | < 0.1% | |
| 6 | 467 | 3.2% | |
| 5.7 | 290 | 2.0% | |
| 5.6 | 6 | < 0.1% |
MaterialMedido
Categorical
| Distinct count | 38 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 1.0% |
| Missing (n) | 153 |
| Glass shards | |
|---|---|
| Whole Rock | 1012 |
| Bulk Tephra | 209 |
| Other values (34) | 573 |
| Value | Count | Frequency (%) | |
| Glass shards | 12861 | 86.9% | |
| Whole Rock | 1012 | 6.8% | |
| Bulk Tephra | 209 | 1.4% | |
| Closed melt inclusions | 185 | 1.2% | |
| Charcoal | 118 | 0.8% | |
| Bulk ash | 48 | 0.3% | |
| Open melt inclusions | 42 | 0.3% | |
| Lava | 24 | 0.2% | |
| Bulk pumice | 20 | 0.1% | |
| Bulk Glass | 15 | 0.1% | |
| Other values (27) | 121 | 0.8% | |
| (Missing) | 153 | 1.0% |
| Max length | 34 |
|---|---|
| Mean length | 11.84846029 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
MgO
Highly correlated
This variable is highly correlated with CaO and should be ignored for analysis
| Correlation | 0.9190549162 |
|---|
MnO
Numeric
| Distinct count | 10907 |
|---|---|
| Unique (%) | 73.7% |
| Missing (%) | 19.2% |
| Missing (n) | 2843 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2148800735 |
|---|---|
| Minimum | 0 |
| Maximum | 8.58 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03556545618 |
| Q1 | 0.1046893288 |
| Median | 0.1546883863 |
| Q3 | 0.1988063674 |
| 95-th percentile | 0.3087776595 |
| Maximum | 8.58 |
| Range | 8.58 |
| Interquartile range | 0.09411703854 |
Descriptive statistics
| Standard deviation | 0.5150549373 |
|---|---|
| Coef of variation | 2.396941368 |
| Kurtosis | 91.64383087 |
| Mean | 0.2148800735 |
| MAD | 0.1390583389 |
| Skewness | 9.255623212 |
| Sum | 2571.04008 |
| Variance | 0.2652815885 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 253 | 1.7% | |
| 0.16 | 56 | 0.4% | |
| 0.18 | 53 | 0.4% | |
| 0.17 | 42 | 0.3% | |
| 0.15 | 34 | 0.2% | |
| 0.19 | 31 | 0.2% | |
| 0.13 | 29 | 0.2% | |
| 0.14 | 28 | 0.2% | |
| 0.2 | 25 | 0.2% | |
| 0.12 | 23 | 0.2% | |
| Other values (10896) | 11391 | 76.9% | |
| (Missing) | 2843 | 19.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 253 | 1.7% | |
| 0.0004116174881 | 1 | < 0.1% | |
| 0.0009122796462 | 1 | < 0.1% | |
| 0.001227857426 | 1 | < 0.1% | |
| 0.001307386731 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.58 | 1 | < 0.1% | |
| 7.37401062 | 1 | < 0.1% | |
| 7.33 | 1 | < 0.1% | |
| 7.070707071 | 1 | < 0.1% | |
| 6.688305301 | 1 | < 0.1% |
Na2O
Numeric
| Distinct count | 11903 |
|---|---|
| Unique (%) | 80.4% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.500818202 |
|---|---|
| Minimum | 0.7508225377 |
| Maximum | 7.766244136 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.7508225377 |
|---|---|
| 5-th percentile | 3.13 |
| Q1 | 3.807148779 |
| Median | 4.567849551 |
| Q3 | 5.18619006 |
| 95-th percentile | 5.901509947 |
| Maximum | 7.766244136 |
| Range | 7.015421598 |
| Interquartile range | 1.379041281 |
Descriptive statistics
| Standard deviation | 0.8752671912 |
|---|---|
| Coef of variation | 0.1944684615 |
| Kurtosis | -0.6590716702 |
| Mean | 4.500818202 |
| MAD | 0.7446147755 |
| Skewness | -0.05427416585 |
| Sum | 55940.66943 |
| Variance | 0.766092656 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4.38 | 11 | 0.1% | |
| 4.27 | 10 | 0.1% | |
| 4.18 | 9 | 0.1% | |
| 4.29 | 9 | 0.1% | |
| 4.3 | 9 | 0.1% | |
| 4.16 | 9 | 0.1% | |
| 4.05 | 8 | 0.1% | |
| 4.32 | 8 | 0.1% | |
| 4.21 | 8 | 0.1% | |
| 4.23 | 8 | 0.1% | |
| Other values (11892) | 12340 | 83.3% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.7508225377 | 1 | < 0.1% | |
| 0.98575812 | 1 | < 0.1% | |
| 1.275852102 | 1 | < 0.1% | |
| 1.31318936 | 1 | < 0.1% | |
| 1.362429281 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.766244136 | 1 | < 0.1% | |
| 7.47 | 1 | < 0.1% | |
| 7.069415913 | 1 | < 0.1% | |
| 7.033310977 | 1 | < 0.1% | |
| 7.026853484 | 1 | < 0.1% |
Nb
Numeric
| Distinct count | 2238 |
|---|---|
| Unique (%) | 15.1% |
| Missing (%) | 79.9% |
| Missing (n) | 11828 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.10955045 |
|---|---|
| Minimum | 0 |
| Maximum | 164.03 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.379992454 |
| Q1 | 8.4 |
| Median | 10.44729535 |
| Q3 | 11.71154949 |
| 95-th percentile | 22.10493506 |
| Maximum | 164.03 |
| Range | 164.03 |
| Interquartile range | 3.311549487 |
Descriptive statistics
| Standard deviation | 9.571040574 |
|---|---|
| Coef of variation | 0.8615146594 |
| Kurtosis | 107.1723436 |
| Mean | 11.10955045 |
| MAD | 4.180087054 |
| Skewness | 8.481541477 |
| Sum | 33106.46035 |
| Variance | 91.60481767 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4 | 33 | 0.2% | |
| 3 | 31 | 0.2% | |
| 11 | 30 | 0.2% | |
| 5 | 28 | 0.2% | |
| 10.9 | 26 | 0.2% | |
| 11.1 | 24 | 0.2% | |
| 10.7 | 23 | 0.2% | |
| 11.4 | 22 | 0.1% | |
| 12 | 18 | 0.1% | |
| 11.5 | 18 | 0.1% | |
| Other values (2227) | 2727 | 18.4% | |
| (Missing) | 11828 | 79.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 0.0564 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 1 | 12 | 0.1% | |
| 1.1 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 164.03 | 1 | < 0.1% | |
| 152.09 | 1 | < 0.1% | |
| 151.65 | 1 | < 0.1% | |
| 145.98 | 1 | < 0.1% | |
| 145.29 | 1 | < 0.1% |
Nd
Highly correlated
This variable is highly correlated with Hf and should be ignored for analysis
| Correlation | 0.9068108513 |
|---|
P2O5
Numeric
| Distinct count | 9392 |
|---|---|
| Unique (%) | 63.4% |
| Missing (%) | 33.3% |
| Missing (n) | 4930 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2411082234 |
|---|---|
| Minimum | 0 |
| Maximum | 4.802612621 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03896154321 |
| Q1 | 0.1362124347 |
| Median | 0.2323203967 |
| Q3 | 0.3203225197 |
| 95-th percentile | 0.4736667848 |
| Maximum | 4.802612621 |
| Range | 4.802612621 |
| Interquartile range | 0.184110085 |
Descriptive statistics
| Standard deviation | 0.1568344899 |
|---|---|
| Coef of variation | 0.6504734166 |
| Kurtosis | 86.66500412 |
| Mean | 0.2411082234 |
| MAD | 0.109014241 |
| Skewness | 4.489904471 |
| Sum | 2381.667031 |
| Variance | 0.02459705721 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 218 | 1.5% | |
| 0.447712905 | 23 | 0.2% | |
| 0.16 | 16 | 0.1% | |
| 0.19 | 15 | 0.1% | |
| 0.18 | 15 | 0.1% | |
| 0.24 | 14 | 0.1% | |
| 0.17 | 13 | 0.1% | |
| 0.26 | 11 | 0.1% | |
| 0.2 | 10 | 0.1% | |
| 0.22 | 10 | 0.1% | |
| Other values (9381) | 9533 | 64.4% | |
| (Missing) | 4930 | 33.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 218 | 1.5% | |
| 0.0003064316002 | 1 | < 0.1% | |
| 0.0004022728402 | 1 | < 0.1% | |
| 0.0005256893891 | 1 | < 0.1% | |
| 0.002006632451 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.802612621 | 1 | < 0.1% | |
| 1.896722321 | 1 | < 0.1% | |
| 1.884553676 | 1 | < 0.1% | |
| 1.863336869 | 1 | < 0.1% | |
| 1.794445129 | 1 | < 0.1% |
Pb
Numeric
| Distinct count | 2246 |
|---|---|
| Unique (%) | 15.2% |
| Missing (%) | 80.7% |
| Missing (n) | 11943 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 27.51697448 |
|---|---|
| Minimum | 0.6 |
| Maximum | 92.45792304 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 6.17740848 |
| Q1 | 15.65201448 |
| Median | 31.29377607 |
| Q3 | 36.40580006 |
| 95-th percentile | 45 |
| Maximum | 92.45792304 |
| Range | 91.85792304 |
| Interquartile range | 20.75378558 |
Descriptive statistics
| Standard deviation | 12.82742684 |
|---|---|
| Coef of variation | 0.4661641436 |
| Kurtosis | -0.3941845406 |
| Mean | 27.51697448 |
| MAD | 10.82145535 |
| Skewness | -0.2434437 |
| Sum | 78836.13188 |
| Variance | 164.5428794 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 7 | 27 | 0.2% | |
| 6 | 26 | 0.2% | |
| 8 | 22 | 0.1% | |
| 9 | 21 | 0.1% | |
| 20 | 20 | 0.1% | |
| 5 | 17 | 0.1% | |
| 10 | 15 | 0.1% | |
| 13 | 13 | 0.1% | |
| 21 | 11 | 0.1% | |
| 16 | 9 | 0.1% | |
| Other values (2235) | 2684 | 18.1% | |
| (Missing) | 11943 | 80.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.6 | 1 | < 0.1% | |
| 0.8 | 2 | < 0.1% | |
| 0.9 | 8 | 0.1% | |
| 1 | 6 | < 0.1% | |
| 1.09 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 92.45792304 | 1 | < 0.1% | |
| 83.97675561 | 1 | < 0.1% | |
| 79.55754196 | 1 | < 0.1% | |
| 78.72583863 | 1 | < 0.1% | |
| 68.87730475 | 1 | < 0.1% |
Pr
Highly correlated
This variable is highly correlated with Nd and should be ignored for analysis
| Correlation | 0.9478448239 |
|---|
Rb
Numeric
| Distinct count | 2328 |
|---|---|
| Unique (%) | 15.7% |
| Missing (%) | 79.6% |
| Missing (n) | 11783 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 80.38177983 |
|---|---|
| Minimum | 0.406 |
| Maximum | 163.3662131 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.406 |
|---|---|
| 5-th percentile | 13.19769338 |
| Q1 | 39.8 |
| Median | 83.5 |
| Q3 | 117.9711316 |
| 95-th percentile | 129.1647647 |
| Maximum | 163.3662131 |
| Range | 162.9602131 |
| Interquartile range | 78.17113156 |
Descriptive statistics
| Standard deviation | 41.97974201 |
|---|---|
| Coef of variation | 0.5222544475 |
| Kurtosis | -1.341476571 |
| Mean | 80.38177983 |
| MAD | 37.17910456 |
| Skewness | -0.3848593731 |
| Sum | 243154.884 |
| Variance | 1762.298739 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 16 | 24 | 0.2% | |
| 17 | 21 | 0.1% | |
| 14 | 20 | 0.1% | |
| 15 | 18 | 0.1% | |
| 18 | 17 | 0.1% | |
| 19 | 14 | 0.1% | |
| 21 | 13 | 0.1% | |
| 13 | 12 | 0.1% | |
| 12 | 12 | 0.1% | |
| 20 | 12 | 0.1% | |
| Other values (2317) | 2862 | 19.3% | |
| (Missing) | 11783 | 79.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.406 | 1 | < 0.1% | |
| 1.23286451 | 1 | < 0.1% | |
| 3.3 | 1 | < 0.1% | |
| 3.5 | 1 | < 0.1% | |
| 3.7 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 163.3662131 | 1 | < 0.1% | |
| 159.6178289 | 1 | < 0.1% | |
| 157.2099951 | 1 | < 0.1% | |
| 154.8840257 | 1 | < 0.1% | |
| 152.2683543 | 1 | < 0.1% |
Referencia
Categorical
| Distinct count | 55 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | < 0.1% |
| Missing (n) | 7 |
| Fontijn et al., 2016 | |
|---|---|
| Alloway et al., 2017a | |
| Rawson et al., 2015 | |
| Other values (51) |
| Value | Count | Frequency (%) | |
| Fontijn et al., 2016 | 5381 | 36.3% | |
| Alloway et al., 2017a | 2217 | 15.0% | |
| Rawson et al., 2015 | 2057 | 13.9% | |
| Schindlbeck et al., 2014 | 907 | 6.1% | |
| Alloway et al., 2015 | 572 | 3.9% | |
| Geoffroy et al., 2018 | 440 | 3.0% | |
| Haberle et al., 1998 | 403 | 2.7% | |
| Rawson et al., 2016 | 365 | 2.5% | |
| Alloway et al., 2017b | 355 | 2.4% | |
| Bouvet de Maisonneuve et al., 2012 | 277 | 1.9% | |
| Other values (44) | 1827 | 12.3% |
| Max length | 41 |
|---|---|
| Mean length | 20.54950027 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
SampleID
Categorical
| Distinct count | 2172 |
|---|---|
| Unique (%) | 14.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| LTT-17 | 105 |
|---|---|
| LTT-22 | 77 |
| Cha 2008 | 70 |
| Other values (2169) |
| Value | Count | Frequency (%) | |
| LTT-17 | 105 | 0.7% | |
| LTT-22 | 77 | 0.5% | |
| Cha 2008 | 70 | 0.5% | |
| LTT-12 | 61 | 0.4% | |
| 14.68m | 56 | 0.4% | |
| MM-9 | 52 | 0.4% | |
| 14J13S4-2 | 52 | 0.4% | |
| Pum-4-6 | 51 | 0.3% | |
| LAZ-T7A | 50 | 0.3% | |
| Cha-1 (sensu stricto) upper | 49 | 0.3% | |
| Other values (2162) | 14185 | 95.8% |
| Max length | 28 |
|---|---|
| Mean length | 7.428349541 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
SamplePoint
Categorical
| Distinct count | 14714 |
|---|---|
| Unique (%) | 99.4% |
| Missing (%) | 0.1% |
| Missing (n) | 15 |
| 1 | 4 |
|---|---|
| 2 | 4 |
| 3 | 4 |
| Other values (14710) | |
| (Missing) | 15 |
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 2 | 4 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 15 | 3 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| Other values (14703) | 14756 | 99.6% | |
| (Missing) | 15 | 0.1% |
| Max length | 28 |
|---|---|
| Mean length | 8.222312264 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Sección
Categorical
| Distinct count | 512 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 6.9% |
| Missing (n) | 1020 |
| Lago Teo | 636 |
|---|---|
| Puente Los Cesares | 416 |
| CAL2 | 339 |
| Other values (508) | |
| (Missing) | 1020 |
| Value | Count | Frequency (%) | |
| Lago Teo | 636 | 4.3% | |
| Puente Los Cesares | 416 | 2.8% | |
| CAL2 | 339 | 2.3% | |
| LR0901B | 320 | 2.2% | |
| C265 | 278 | 1.9% | |
| RIN2 | 267 | 1.8% | |
| VILL1 | 261 | 1.8% | |
| CLD168 | 258 | 1.7% | |
| La Zeta, Esquel | 255 | 1.7% | |
| Paso Lago Blanco (Section 4) | 214 | 1.4% | |
| Other values (501) | 10544 | 71.2% | |
| (Missing) | 1020 | 6.9% |
| Max length | 28 |
|---|---|
| Mean length | 7.992639114 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
SiO2
Numeric
| Distinct count | 12191 |
|---|---|
| Unique (%) | 82.3% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 64.48333085 |
|---|---|
| Minimum | 36.26637336 |
| Maximum | 82.48153005 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 36.26637336 |
|---|---|
| 5-th percentile | 53.36556514 |
| Q1 | 57.27800986 |
| Median | 64.78732339 |
| Q3 | 70.82435555 |
| 95-th percentile | 76.15253907 |
| Maximum | 82.48153005 |
| Range | 46.21515669 |
| Interquartile range | 13.54634569 |
Descriptive statistics
| Standard deviation | 7.642124631 |
|---|---|
| Coef of variation | 0.1185131805 |
| Kurtosis | -1.208514634 |
| Mean | 64.48333085 |
| MAD | 6.764424461 |
| Skewness | 0.01015549513 |
| Sum | 801463.3191 |
| Variance | 58.40206888 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 72.96 | 5 | < 0.1% | |
| 72.52 | 5 | < 0.1% | |
| 72.37 | 4 | < 0.1% | |
| 72.39 | 4 | < 0.1% | |
| 72.59 | 4 | < 0.1% | |
| 55.88 | 4 | < 0.1% | |
| 72.11 | 4 | < 0.1% | |
| 71.52 | 4 | < 0.1% | |
| 72.38 | 4 | < 0.1% | |
| 72.82 | 4 | < 0.1% | |
| Other values (12180) | 12387 | 83.7% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 36.26637336 | 1 | < 0.1% | |
| 39.54467957 | 1 | < 0.1% | |
| 40.88625402 | 1 | < 0.1% | |
| 42.42891365 | 1 | < 0.1% | |
| 43.06846734 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 82.48153005 | 1 | < 0.1% | |
| 80.91806935 | 1 | < 0.1% | |
| 80.90623772 | 1 | < 0.1% | |
| 80.88910975 | 1 | < 0.1% | |
| 80.85654045 | 1 | < 0.1% |
Sm
Highly correlated
This variable is highly correlated with Nd and should be ignored for analysis
| Correlation | 0.9199783378 |
|---|
Sr
Numeric
| Distinct count | 2511 |
|---|---|
| Unique (%) | 17.0% |
| Missing (%) | 78.4% |
| Missing (n) | 11616 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 241.8903281 |
|---|---|
| Minimum | 13 |
| Maximum | 1133.168604 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 97.29307585 |
| Q1 | 137 |
| Median | 166.002003 |
| Q3 | 351.9417987 |
| 95-th percentile | 510.9631877 |
| Maximum | 1133.168604 |
| Range | 1120.168604 |
| Interquartile range | 214.9417987 |
Descriptive statistics
| Standard deviation | 150.8685744 |
|---|---|
| Coef of variation | 0.6237065187 |
| Kurtosis | 1.977662166 |
| Mean | 241.8903281 |
| MAD | 124.8745375 |
| Skewness | 1.371762228 |
| Sum | 772113.9273 |
| Variance | 22761.32675 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 147 | 12 | 0.1% | |
| 141 | 11 | 0.1% | |
| 169 | 11 | 0.1% | |
| 157 | 11 | 0.1% | |
| 137 | 10 | 0.1% | |
| 143 | 10 | 0.1% | |
| 142 | 10 | 0.1% | |
| 168 | 9 | 0.1% | |
| 153 | 9 | 0.1% | |
| 149 | 9 | 0.1% | |
| Other values (2500) | 3090 | 20.9% | |
| (Missing) | 11616 | 78.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 13 | 1 | < 0.1% | |
| 42.51497974 | 1 | < 0.1% | |
| 43.18726854 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 45.85543435 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1133.168604 | 1 | < 0.1% | |
| 1130 | 1 | < 0.1% | |
| 1090 | 1 | < 0.1% | |
| 937 | 1 | < 0.1% | |
| 932 | 1 | < 0.1% |
SubSección
Categorical
| Distinct count | 567 |
|---|---|
| Unique (%) | 3.8% |
| Missing (%) | 40.8% |
| Missing (n) | 6048 |
| 1852 Llaima | 183 |
|---|---|
| LTT-17 | 105 |
| LTT-1 | 101 |
| Other values (563) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1852 Llaima | 183 | 1.2% | |
| LTT-17 | 105 | 0.7% | |
| LTT-1 | 101 | 0.7% | |
| ll c | 81 | 0.5% | |
| LTT-22 | 77 | 0.5% | |
| Pum-4-8 | 73 | 0.5% | |
| lll b,c | 67 | 0.5% | |
| Mm-1p | 64 | 0.4% | |
| ll b | 62 | 0.4% | |
| LTT-12 | 61 | 0.4% | |
| Other values (556) | 7886 | 53.3% | |
| (Missing) | 6048 | 40.8% |
| Max length | 20 |
|---|---|
| Mean length | 5.256077796 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Ta
Numeric
| Distinct count | 2226 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 81.7% |
| Missing (n) | 12103 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9430074966 |
|---|---|
| Minimum | 0.02881754338 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.02881754338 |
|---|---|
| 5-th percentile | 0.16 |
| Q1 | 0.631 |
| Median | 0.9728503562 |
| Q3 | 1.227236534 |
| 95-th percentile | 1.589524839 |
| Maximum | 7 |
| Range | 6.971182457 |
| Interquartile range | 0.5962365342 |
Descriptive statistics
| Standard deviation | 0.5341386648 |
|---|---|
| Coef of variation | 0.5664203802 |
| Kurtosis | 36.12564119 |
| Mean | 0.9430074966 |
| MAD | 0.3651281198 |
| Skewness | 3.536890626 |
| Sum | 2550.835278 |
| Variance | 0.2853041132 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.7 | 22 | 0.1% | |
| 0.5 | 15 | 0.1% | |
| 0.3 | 13 | 0.1% | |
| 0.2 | 12 | 0.1% | |
| 0.1 | 11 | 0.1% | |
| 0.56 | 9 | 0.1% | |
| 1.2 | 8 | 0.1% | |
| 0.4 | 8 | 0.1% | |
| 0.31 | 7 | < 0.1% | |
| 1.16 | 7 | < 0.1% | |
| Other values (2215) | 2593 | 17.5% | |
| (Missing) | 12103 | 81.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.02881754338 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.05 | 3 | < 0.1% | |
| 0.06 | 1 | < 0.1% | |
| 0.0694 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 6.9 | 1 | < 0.1% | |
| 6.6 | 3 | < 0.1% | |
| 6.5 | 2 | < 0.1% | |
| 5.9 | 1 | < 0.1% |
Tb
Highly correlated
This variable is highly correlated with Sm and should be ignored for analysis
| Correlation | 0.9165513527 |
|---|
Th
Numeric
| Distinct count | 2269 |
|---|---|
| Unique (%) | 15.3% |
| Missing (%) | 80.2% |
| Missing (n) | 11871 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.60508578 |
|---|---|
| Minimum | 0 |
| Maximum | 92.25 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.15 |
| Q1 | 5.624521803 |
| Median | 11.7 |
| Q3 | 15.0694792 |
| 95-th percentile | 18.06290206 |
| Maximum | 92.25 |
| Range | 92.25 |
| Interquartile range | 9.444957395 |
Descriptive statistics
| Standard deviation | 6.144783646 |
|---|---|
| Coef of variation | 0.5794185711 |
| Kurtosis | 20.58089223 |
| Mean | 10.60508578 |
| MAD | 4.946931536 |
| Skewness | 1.554875978 |
| Sum | 31147.13692 |
| Variance | 37.75836606 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 41 | 0.3% | |
| 10.5 | 18 | 0.1% | |
| 10.1 | 17 | 0.1% | |
| 1.2 | 17 | 0.1% | |
| 1 | 16 | 0.1% | |
| 2 | 15 | 0.1% | |
| 10.3 | 15 | 0.1% | |
| 10.2 | 12 | 0.1% | |
| 10.9 | 12 | 0.1% | |
| 1.3 | 12 | 0.1% | |
| Other values (2258) | 2762 | 18.7% | |
| (Missing) | 11871 | 80.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41 | 0.3% | |
| 0.0588 | 1 | < 0.1% | |
| 0.2 | 1 | < 0.1% | |
| 0.3 | 1 | < 0.1% | |
| 0.4 | 5 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 92.25 | 1 | < 0.1% | |
| 91.2 | 1 | < 0.1% | |
| 54.6 | 1 | < 0.1% | |
| 44.09 | 1 | < 0.1% | |
| 35.53 | 1 | < 0.1% |
TiO2
Numeric
| Distinct count | 11760 |
|---|---|
| Unique (%) | 79.4% |
| Missing (%) | 16.1% |
| Missing (n) | 2379 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9963196888 |
|---|---|
| Minimum | 0 |
| Maximum | 6.220272939 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1170304522 |
| Q1 | 0.5418806441 |
| Median | 0.9795092085 |
| Q3 | 1.388856891 |
| 95-th percentile | 1.960929055 |
| Maximum | 6.220272939 |
| Range | 6.220272939 |
| Interquartile range | 0.8469762466 |
Descriptive statistics
| Standard deviation | 0.5721355236 |
|---|---|
| Coef of variation | 0.5742489384 |
| Kurtosis | 1.371850415 |
| Mean | 0.9963196888 |
| MAD | 0.4661021149 |
| Skewness | 0.5299435814 |
| Sum | 12383.25741 |
| Variance | 0.3273390574 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.61 | 18 | 0.1% | |
| 0.51 | 16 | 0.1% | |
| 0.52 | 16 | 0.1% | |
| 0.46 | 15 | 0.1% | |
| 0.5 | 14 | 0.1% | |
| 0.45 | 14 | 0.1% | |
| 0.49 | 13 | 0.1% | |
| 0.53 | 13 | 0.1% | |
| 0.55 | 13 | 0.1% | |
| 0.43 | 12 | 0.1% | |
| Other values (11749) | 12285 | 83.0% | |
| (Missing) | 2379 | 16.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9 | 0.1% | |
| 0.001615368617 | 1 | < 0.1% | |
| 0.003247034375 | 1 | < 0.1% | |
| 0.01063671368 | 1 | < 0.1% | |
| 0.0152342192 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.220272939 | 1 | < 0.1% | |
| 5.781743156 | 1 | < 0.1% | |
| 5.662761679 | 1 | < 0.1% | |
| 5.234788119 | 1 | < 0.1% | |
| 4.626646505 | 1 | < 0.1% |
TipoDeSección
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.4% |
| Missing (n) | 60 |
| Terrestrial | |
|---|---|
| Lacustrine core | |
| Marine core | 80 |
| (Missing) | 60 |
| Value | Count | Frequency (%) | |
| Terrestrial | 11777 | 79.5% | |
| Lacustrine core | 2838 | 19.2% | |
| Marine core | 80 | 0.5% | |
| Lacustrine Core | 53 | 0.4% | |
| (Missing) | 60 | 0.4% |
| Max length | 15 |
|---|---|
| Mean length | 11.74851432 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Tm
Highly correlated
This variable is highly correlated with Ho and should be ignored for analysis
| Correlation | 0.9102097533 |
|---|
TécnicaDeMedición
Categorical
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.8% |
| Missing (n) | 114 |
| EMP | |
|---|---|
| ICPMS | 2014 |
| Laser Ablation ICPMS, EMP | 379 |
| Other values (24) | 1287 |
| Value | Count | Frequency (%) | |
| EMP | 11014 | 74.4% | |
| ICPMS | 2014 | 13.6% | |
| Laser Ablation ICPMS, EMP | 379 | 2.6% | |
| ICPMS, XRF | 284 | 1.9% | |
| Accelerator Mass Spectrometry | 218 | 1.5% | |
| XRF | 135 | 0.9% | |
| Laser Ablation ICPMS | 129 | 0.9% | |
| Atomic Absorption Spectroscopy | 92 | 0.6% | |
| ICPMS, EMP | 66 | 0.4% | |
| INAA, XRF | 60 | 0.4% | |
| Other values (17) | 303 | 2.0% | |
| (Missing) | 114 | 0.8% |
| Max length | 93 |
|---|---|
| Mean length | 5.241693679 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
U
Numeric
| Distinct count | 2146 |
|---|---|
| Unique (%) | 14.5% |
| Missing (%) | 80.7% |
| Missing (n) | 11957 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.227788263 |
|---|---|
| Minimum | 0 |
| Maximum | 31.1 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.44 |
| Q1 | 1.79 |
| Median | 3.644208506 |
| Q3 | 4.585129677 |
| 95-th percentile | 5.298169948 |
| Maximum | 31.1 |
| Range | 31.1 |
| Interquartile range | 2.795129677 |
Descriptive statistics
| Standard deviation | 1.790379087 |
|---|---|
| Coef of variation | 0.5546767448 |
| Kurtosis | 33.44715192 |
| Mean | 3.227788263 |
| MAD | 1.453981411 |
| Skewness | 2.045073733 |
| Sum | 9202.424339 |
| Variance | 3.205457275 |
| Memory size | 115.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 23 | 0.2% | |
| 2 | 20 | 0.1% | |
| 2.9 | 18 | 0.1% | |
| 0 | 18 | 0.1% | |
| 0.6 | 17 | 0.1% | |
| 3 | 16 | 0.1% | |
| 0.7 | 15 | 0.1% | |
| 0.3 | 14 | 0.1% | |
| 0.4 | 13 | 0.1% | |
| 0.2 | 11 | 0.1% | |
| Other values (2135) | 2686 | 18.1% | |
| (Missing) | 11957 | 80.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 18 | 0.1% | |
| 0.0864 | 1 | < 0.1% | |
| 0.1 | 5 | < 0.1% | |
| 0.1507865275 | 1 | < 0.1% | |
| 0.151 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31.1 | 1 | < 0.1% | |
| 28.7 | 1 | < 0.1% | |
| 8.7 | 1 | < 0.1% | |
| 8.417488655 | 1 | < 0.1% | |
| 7.96869086 | 1 | < 0.1% |
Volcán
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mocho-Choshuenco | |
|---|---|
| Chaitén | |
| Puyehue-Cordón Caulle | |
| Other values (27) |
| Value | Count | Frequency (%) | |
| Mocho-Choshuenco | 2652 | 17.9% | |
| Chaitén | 2457 | 16.6% | |
| Puyehue-Cordón Caulle | 1859 | 12.6% | |
| Llaima | 1479 | 10.0% | |
| Unknown | 1404 | 9.5% | |
| Quetrupillán | 1189 | 8.0% | |
| Villarrica | 888 | 6.0% | |
| Hudson | 605 | 4.1% | |
| Melimoyu | 460 | 3.1% | |
| Michinmahuida | 413 | 2.8% | |
| Other values (20) | 1402 | 9.5% |
| Max length | 23 |
|---|---|
| Mean length | 11.45502431 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Y
Highly correlated
This variable is highly correlated with Tm and should be ignored for analysis
| Correlation | 0.9278117636 |
|---|
Yb
Highly correlated
This variable is highly correlated with Y and should be ignored for analysis
| Correlation | 0.9591672401 |
|---|
Zr
Highly correlated
This variable is highly correlated with Yb and should be ignored for analysis
| Correlation | 0.9050380832 |
|---|
First rows
| Al2O3 | Ba | CaO | Ce | Cs | Dy | Edad | Er | ErrorEdad | Eu | Evento | FeO | Gd | Hf | Ho | K2O | La | Lu | Magnitud | MaterialMedido | MgO | MnO | Na2O | Nb | Nd | P2O5 | Pb | Pr | Rb | Referencia | SampleID | SamplePoint | Sección | SiO2 | Sm | Sr | SubSección | Ta | Tb | Th | TiO2 | TipoDeSección | Tm | TécnicaDeMedición | U | Volcán | Y | Yb | Zr | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 14.775331 | 591.0 | 2.470858 | 40.5 | 3.84 | 2.64 | NaN | 1.70 | NaN | 0.903 | Playas Blanca-Negra | 2.660157 | 2.85 | 3.8 | 0.55 | 2.062369 | 22.7 | 0.31 | 5.0 | Bulk Tephra | 0.697420 | 0.079705 | 4.284149 | 6.97 | 16.8 | 0.139484 | 16.0 | 4.56 | 68.0 | Naranjo et al., 2017 | 090303-1A | 090303-1A | Paso Cardenal Samoré | 66.244894 | 3.34 | 279.0 | NaN | 0.27 | 0.46 | 8.49 | 0.388562 | Terrestrial | 0.28 | ICPMS, XRF | 2.26 | Antillanca - Casablanca | 15.1 | 1.90 | 148.0 |
| 1 | 18.951251 | 236.0 | 9.081846 | 27.0 | 0.76 | 3.34 | NaN | 1.87 | NaN | 1.230 | Playas Blanca-Negra | 8.932310 | 3.56 | 2.2 | 0.66 | 0.717775 | 12.3 | 0.28 | 5.0 | Bulk Tephra | 4.775197 | 0.149536 | 3.279833 | 3.86 | 15.0 | 0.209351 | 7.0 | 3.42 | 14.0 | Naranjo et al., 2017 | 090303-1B | 090303-1B | Paso Cardenal Samoré | 52.337753 | 3.63 | 522.0 | NaN | 0.13 | 0.59 | 1.91 | 0.937095 | Terrestrial | 0.29 | ICPMS, XRF | 0.54 | Antillanca - Casablanca | 17.7 | 1.86 | 87.0 |
| 2 | NaN | NaN | NaN | NaN | NaN | NaN | 2260 | NaN | 80.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Naranjo et al., 2017 | 240198-3N | 240198-3N | Lago Traful | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 3 | 15.795820 | 618.0 | 2.441720 | 43.0 | NaN | NaN | NaN | NaN | NaN | NaN | Playas Blanca-Negra | 2.431672 | NaN | NaN | NaN | 2.753215 | 16.0 | NaN | 5.0 | Bulk Tephra | 0.783762 | 0.090434 | 4.300643 | 6.00 | 22.0 | 0.140675 | 19.0 | NaN | 71.0 | Naranjo et al., 2017 | 240198-4 M | 240198-4 M | NW Lago Traful | 66.971463 | NaN | 451.0 | NaN | NaN | NaN | NaN | 0.381833 | Terrestrial | NaN | XRF | NaN | Antillanca - Casablanca | 17.0 | NaN | 174.0 |
| 4 | NaN | NaN | NaN | NaN | NaN | NaN | 2430 | NaN | 80.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Naranjo et al., 2017 | 240198-4L | 240198-4L | NW of Lago Traful | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 5 | NaN | NaN | NaN | NaN | NaN | NaN | 2266 | NaN | 37.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.6 | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Fontijn et al., 2016 | CLD238L | CLD238L | CLD238 | NaN | NaN | NaN | CLD238L | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 6 | NaN | NaN | NaN | NaN | NaN | NaN | 2272 | NaN | 37.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.6 | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Fontijn et al., 2016 | CLD244B | CLD244B | CLD244 | NaN | NaN | NaN | CLD244B | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 7 | NaN | NaN | NaN | NaN | NaN | NaN | 1074 | NaN | 37.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Fontijn et al., 2016 | CLD248G | CLD248G | CLD248 | NaN | NaN | NaN | CLD248G | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 8 | NaN | NaN | NaN | NaN | NaN | NaN | 2750 | NaN | 75.0 | NaN | Playas Blanca-Negra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Charcoal | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Singer et al., 2008 | PU-04-04-B1 | PU-04-04-B1 | Lago Espego | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Terrestrial | NaN | Accelerator Mass Spectrometry | NaN | Antillanca - Casablanca | NaN | NaN | NaN |
| 9 | 18.351759 | 237.0 | 8.884422 | 26.7 | 0.80 | 3.31 | NaN | 2.02 | NaN | 1.210 | Playas Blanca-Negra | 8.954774 | 3.39 | 2.3 | 0.68 | 0.713568 | 11.4 | 0.28 | 5.0 | Bulk Tephra | 4.572864 | 0.150754 | 3.437186 | 3.00 | 14.4 | 0.211055 | 7.0 | 3.60 | 15.0 | Naranjo et al., 2017 | PU-04-05D | PU-04-05D | Argentina/Chile border | 53.316583 | 3.49 | 540.0 | NaN | 0.15 | 0.56 | 2.18 | 0.954774 | Terrestrial | 0.29 | ICPMS, XRF | 0.64 | Antillanca - Casablanca | 19.5 | 1.89 | 80.0 |
Last rows
| Al2O3 | Ba | CaO | Ce | Cs | Dy | Edad | Er | ErrorEdad | Eu | Evento | FeO | Gd | Hf | Ho | K2O | La | Lu | Magnitud | MaterialMedido | MgO | MnO | Na2O | Nb | Nd | P2O5 | Pb | Pr | Rb | Referencia | SampleID | SamplePoint | Sección | SiO2 | Sm | Sr | SubSección | Ta | Tb | Th | TiO2 | TipoDeSección | Tm | TécnicaDeMedición | U | Volcán | Y | Yb | Zr | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14798 | 17.642285 | NaN | 6.482703 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 6.989956 | NaN | NaN | NaN | 1.704373 | NaN | NaN | NaN | Glass shards | 2.515978 | 0.111596 | 5.021812 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | N50-9 | N50-9 | LN2 | 58.232728 | NaN | NaN | N50 | NaN | NaN | NaN | 1.298570 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14799 | 15.830768 | NaN | 1.847254 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 3.624988 | NaN | NaN | NaN | 3.247592 | NaN | NaN | NaN | Glass shards | 0.764723 | 0.089383 | 5.303406 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-1 | V135-1 | LV | 68.586751 | NaN | NaN | V135 | NaN | NaN | NaN | 0.705135 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14800 | 15.868114 | NaN | 1.723279 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 3.327025 | NaN | NaN | NaN | 3.307102 | NaN | NaN | NaN | Glass shards | 0.687319 | 0.159378 | 5.777468 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-2 | V135-2 | LV | 68.403227 | NaN | NaN | V135 | NaN | NaN | NaN | 0.747086 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14801 | 13.959110 | NaN | 2.880451 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 5.126397 | NaN | NaN | NaN | 2.457448 | NaN | NaN | NaN | Glass shards | 0.936650 | 0.130930 | 4.532178 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-3 | V135-3 | LV | 69.050257 | NaN | NaN | V135 | NaN | NaN | NaN | 0.926579 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14802 | 15.511944 | NaN | 9.713549 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 9.396372 | NaN | NaN | NaN | 0.753296 | NaN | NaN | NaN | Glass shards | 4.836951 | 0.188324 | 2.735653 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-4 | V135-4 | LV | 55.654673 | NaN | NaN | V135 | NaN | NaN | NaN | 1.209238 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14803 | 14.319106 | NaN | 8.191057 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 9.613821 | NaN | NaN | NaN | 1.260163 | NaN | NaN | NaN | Glass shards | 5.101626 | 0.233740 | 3.567073 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-5 | V135-5 | LV | 56.128049 | NaN | NaN | V135 | NaN | NaN | NaN | 1.585366 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14804 | 14.140397 | NaN | 9.648504 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 10.222580 | NaN | NaN | NaN | 1.087723 | NaN | NaN | NaN | Glass shards | 5.619901 | 0.171216 | 3.051667 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-6 | V135-6 | LV | 54.648001 | NaN | NaN | V135 | NaN | NaN | NaN | 1.410011 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14805 | 13.517899 | NaN | 9.846872 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 10.404624 | NaN | NaN | NaN | 1.003955 | NaN | NaN | NaN | Glass shards | 5.587669 | 0.202819 | 2.940878 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-7 | V135-7 | LV | 54.984282 | NaN | NaN | V135 | NaN | NaN | NaN | 1.511003 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14806 | 14.372224 | NaN | 9.739604 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 10.254340 | NaN | NaN | NaN | 1.059750 | NaN | NaN | NaN | Glass shards | 5.490513 | 0.161486 | 2.987485 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-8 | V135-8 | LV | 54.531692 | NaN | NaN | V135 | NaN | NaN | NaN | 1.402907 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |
| 14807 | 14.185336 | NaN | 9.694501 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Ya2 | 10.336049 | NaN | NaN | NaN | 1.089613 | NaN | NaN | NaN | Glass shards | 5.468432 | 0.234216 | 3.085540 | NaN | NaN | NaN | NaN | NaN | NaN | Watt et al., 2011b | V135-9 | V135-9 | LV | 54.694501 | NaN | NaN | V135 | NaN | NaN | NaN | 1.211813 | Terrestrial | NaN | EMP | NaN | Yate | NaN | NaN | NaN |